| 2026 | ACL | Rethinking Reasoning: A Survey on Reasoning-based Backdoors in LLMs. | Man Hu, Xinyi Wu, Zhufeng Suo, Jinbo Feng, Linghui Meng, Yanhao Jia, Anh Tuan Luu, Shuai Zhao |
| 2026 | ACL | P2P: A Poison-to-Poison Remedy for Reliable Backdoor Defense in LLMs. | Shuai Zhao, Xinyi Wu, Shiqian Zhao, Xiaobao Wu, Zhongliang Guo, Yanhao Jia, Anh Tuan Luu |
| 2026 | WWW | Unveiling the Resilience of LLM-Enhanced Search Engines against Black-Hat SEO Manipulation. | Pei Chen, Geng Hong, Xinyi Wu, Mengying Wu, Zixuan Zhu, Mingxuan Liu, Baojun Liu, Mi Zhang, Min Yang |
| 2025 | ACL | Uni-Retrieval: A Multi-Style Retrieval Framework for STEM's Education. | Yanhao Jia, Xinyi Wu, Li Hao, Qinglin Zhang, Yuxiao Hu, Shuai Zhao, Wenqi Fan |
| 2025 | CVPR | Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration. | Junyuan Deng, Xinyi Wu, Yongxing Yang, Congchao Zhu, Song Wang, Zhenyao Wu |
| 2025 | ICALT | Unveiling the Evolution and Trend Prediction of Large Language Models in Education: A Review Using BERTopic and LSTM Modeling. | Xinyi Wu, Qinglin Zhang, Feng-Kuang Chiang |
| 2025 | ICLR | Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs. | Michael Scholkemper, Xinyi Wu, Ali Jadbabaie, Michael T. Schaub |
| 2025 | ICML | On the Emergence of Position Bias in Transformers. | Xinyi Wu, Yifei Wang, Stefanie Jegelka, Ali Jadbabaie |
| 2025 | ICML | Does One-shot Give the Best Shot? Mitigating Model Inconsistency in One-shot Federated Learning. | Hui Zeng, Wenke Huang, Tongqing Zhou, Xinyi Wu, Guancheng Wan, Yingwen Chen, Zhiping Cai |
| 2025 | ICSE | Exposing the Hidden Layer: Software Repositories in the Service of Seo Manipulation. | Mengying Wu, Geng Hong, Wuyuao Mai, Xinyi Wu, Lei Zhang, Yingyuan Pu, Huajun Chai, Lingyun Ying, Haixin Duan, Min Yang |
| 2025 | WWW | Understanding and Scaling Collaborative Filtering Optimization from the Perspective of Matrix Rank. | Donald Loveland, Xinyi Wu, Tong Zhao, Danai Koutra, Neil Shah, Mingxuan Ju |
| 2025 | WWW | GraphHash: Graph Clustering Enables Parameter Efficiency in Recommender Systems. | Xinyi Wu, Donald Loveland, Runjin Chen, Yozen Liu, Xin Chen, Leonardo Neves, Ali Jadbabaie, Mingxuan Ju, Neil Shah, Tong Zhao |
| 2024 | AAAI | Translate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models. | Shuang Li, Jiangjie Chen, Siyu Yuan, Xinyi Wu, Hao Yang, Shimin Tao, Yanghua Xiao |
| 2024 | AAAI | Text-Based Occluded Person Re-identification via Multi-Granularity Contrastive Consistency Learning. | Xinyi Wu, Wentao Ma, Dan Guo, Tongqing Zhou, Shan Zhao, Zhiping Cai |
| 2024 | ECCV | Deep Learning Meets Satellite Images - An Evaluation on Handcrafted and Learning-Based Features for Multi-date Satellite Stereo Images. | Shuang Song, Luca Morelli, Xinyi Wu, Rongjun Qin, Hessah Albanwan, Fabio Remondino |
| 2024 | GLOBECOM | Enhancing Electrocardiogram Irregular Heartbeat Forecasting in a CNN-Informer Framework. | Xinyi Wu, Zouheir Rezki, Jiya Patil, Lily Shi |
| 2024 | Interspeech | Depression Enhances Internal Inconsistency between Spoken and Semantic Emotion: Evidence from the Analysis of Emotion Expression in Conversation. | Xinyi Wu, Changqing Xu, Nan Li, Rongfeng Su, Lan Wang, Nan Yan |
| 2024 | VTC | C2S: An Transformer-Based Framework to Extrapolate Sensing Channel From Communication Channel. | Yuan Gao, Xinyi Wu, Yiling Gao, Shugong Xu |
| 2023 | AAAI | Parametric Surface Constrained Upsampler Network for Point Cloud. | Pingping Cai, Zhenyao Wu, Xinyi Wu, Song Wang |
| 2023 | AAAI | Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network. | Canyu Zhang, Zhenyao Wu, Xinyi Wu, Ziyu Zhao, Song Wang |
| 2023 | ICLR | A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks. | Xinyi Wu, Zhengdao Chen, William Wei Wang, Ali Jadbabaie |
| 2023 | ICONIP | A Multi-task Framework for Solving Multimodal Multiobjective Optimization Problems. | Xinyi Wu, Fei Ming, Wenyin Gong |
| 2022 | AAAI | Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation. | Xinyi Wu, Zhenyao Wu, Yuhang Lu, Lili Ju, Song Wang |
| 2022 | ECCV | PLMCL: Partial-Label Momentum Curriculum Learning for Multi-label Image Classification. | Rabab Abdelfattah, Xin Zhang, Zhenyao Wu, Xinyi Wu, Xiaofeng Wang, Song Wang |
| 2022 | ECCV | Style-Guided Shadow Removal. | Jin Wan, Hui Yin, Zhenyao Wu, Xinyi Wu, Yanting Liu, Song Wang |
| 2022 | ECCV | Is It Necessary to Transfer Temporal Knowledge for Domain Adaptive Video Semantic Segmentation? | Xinyi Wu, Zhenyao Wu, Jin Wan, Lili Ju, Song Wang |
| 2022 | ECCV | SiamDoGe: Domain Generalizable Semantic Segmentation Using Siamese Network. | Zhenyao Wu, Xinyi Wu, Xiaoping Zhang, Lili Ju, Song Wang |
| 2022 | ECCV | Background-Insensitive Scene Text Recognition with Text Semantic Segmentation. | Liang Zhao, Zhenyao Wu, Xinyi Wu, Greg Wilsbacher, Song Wang |
| 2022 | GLOBECOM | Heart Arrhythmia Classification Using Electrocardiogram Signals. | Xinyi Wu, Zouheir Rezki |
| 2022 | ICDM | Link Partitioning on Simplicial Complexes Using Higher-Order Laplacians. | Xinyi Wu, Arnab Sarker, Ali Jadbabaie |
| 2022 | SRDS | Never Too Late: Tracing and Mitigating Backdoor Attacks in Federated Learning. | Hui Zeng, Tongqing Zhou, Xinyi Wu, Zhiping Cai |
| 2021 | AAAI | Binaural Audio-Visual Localization. | Xinyi Wu, Zhenyao Wu, Lili Ju, Song Wang |
| 2021 | ACL | Explaining Relationships Between Scientific Documents. | Kelvin Luu, Xinyi Wu, Rik Koncel-Kedziorski, Kyle Lo, Isabel Cachola, Noah A. Smith |
| 2021 | CVPR | From Shadow Generation To Shadow Removal. | Zhihao Liu, Hui Yin, Xinyi Wu, Zhenyao Wu, Yang Mi, Song Wang |
| 2021 | CVPR | DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation. | Xinyi Wu, Zhenyao Wu, Hao Guo, Lili Ju, Song Wang |
| 2020 | AAAI | SalSAC: A Video Saliency Prediction Model with Shuffled Attentions and Correlation-Based ConvLSTM. | Xinyi Wu, Zhenyao Wu, Jinglin Zhang, Lili Ju, Song Wang |
| 2019 | ACL | What Makes a Good Counselor? Learning to Distinguish between High-quality and Low-quality Counseling Conversations. | Vernica Prez-Rosas, Xinyi Wu, Kenneth Resnicow, Rada Mihalcea |
| 2019 | ICASSP | Spatially Adaptive Losses for Video Super-resolution with GANs. | Xijun Wang, Alice Lucas, Santiago Lopez Tapia, Xinyi Wu, Rafael Molina, Aggelos K. Katsaggelos |
| 2019 | ICCV | Semantic Stereo Matching With Pyramid Cost Volumes. | Zhenyao Wu, Xinyi Wu, Xiaoping Zhang, Song Wang, Lili Ju |
| 2019 | ICCV | Spatial Correspondence With Generative Adversarial Network: Learning Depth From Monocular Videos. | Zhenyao Wu, Xinyi Wu, Xiaoping Zhang, Song Wang, Lili Ju |
| 2017 | VTC | A Statistical Method for Parking Spaces Occupancy Detection via Automotive Radars. | Qi Luo, Romesh Saigal, Robert C. Hampshire, Xinyi Wu |
| 2016 | WSC | Fourier trajectory analysis for identifying system congestion. | Xinyi Wu, Russell R. Barton |
| 2008 | APSCC | Design and Implementation of Embedded SNMP Network Management Manager in Web-Based Mode. | Xinyi Wu, Yong Zhu, Xiaolong Deng |